![NLP with Python for Machine Learning Essential Training [Repost]](https://i124.fastpic.org/big/2024/1218/8d/03b969c09a52fb2459e3d8b639fc7f8d.jpg)
NLP with Python for Machine Learning Essential Training .MP4, AVC, 1280x720, 30 fps | English, AAC, 2 Ch | 4h 14m | 570 MB
Instructor: Derek Jedamski
With the increased amount of data publicly available and the increased focus on unstructured text data, understanding how to clean, process, and analyze that text data is tremendously valuable. If you have some experience with Python and an interest in natural language processing (NLP), this course can provide you with the knowledge you need to tackle complex problems using machine learning.
Instructor Derek Jedamski provides a quick summary of basic natural language processing (NLP) concepts, covers advanced data cleaning and vectorization techniques, and then takes a deep dive into building machine learning classifiers. During this last step, Derek shows how to build two different types of machine learning models, as well as how to evaluate and test variations of those models.
Learning objectives - Explain the definition of an NLP.
- Describe the process of tokenizing.
- Identify the purpose of vectorizing.
- Recognize the outcomes of lemmatizing.
- Summarize the characteristics of TF-IDF.
- Define accuracy in terms of evaluation metrics.
- Recall three benefits of using ensemble methods.
More Info
Note:
Only Registed user can add comment, view hidden links and more, please register now
Related Posts
![Python for Data Science and Machine Learning Essential Training Part 2]()
Python for Data Science and Machine Learning Essential Training Part 2
![Python for Data Science and Machine Learning Essential Training Part 1]()
Python for Data Science and Machine Learning Essential Training Part 1
![Python Machine Learning Tutorial (Data Science)]()
Python Machine Learning Tutorial (Data Science)
At 0dayhome.net, you'll find a vast collection of educational and informative tutorials to help you enhance your skills and knowledge in various fields.
Our tutorials section serves as a valuable resource for beginners and experts alike, providing step-by-step guides, tips, and tricks on subjects such as technology, design, programming, photography, and much more. Whether you're looking to expand your professional repertoire or simply indulge in a new hobby, 0dayhome.net has got you covered.
Why choose 0dayhome.net for all your tutorial needs? Here are a few reasons:
Diverse Topics: Our platform offers a diverse range of tutorials, catering to various interests and skill levels. From learning the basics of coding to mastering advanced graphic design techniques, our tutorials cover it all.
Easy-to-Follow Guides: We understand the importance of clear and concise instructions. Our tutorials are meticulously crafted with simplicity in mind, allowing you to easily grasp complex concepts and apply your newfound knowledge.
Comprehensive Content: Whether you're a beginner seeking introductory tutorials or an expert looking for advanced techniques, our comprehensive collection has tutorials for every level of expertise. Take your skills to the next level with 0dayhome.net .
Regular Updates: We frequently update our tutorials section, ensuring that you have access to the latest trends and techniques in your chosen field. Stay ahead of the curve and expand your knowledge with our up-to-date content.
Community Engagement: Join our thriving community of learners and experts to connect, share insights, and seek guidance. Interact with fellow enthusiasts, exchange ideas, and strengthen your skills through collaboration.
Free Access: Yes, you read it right! 0dayhome.net offers free access to its tutorials section. Learn and grow without any financial constraints.
So, whether you're an aspiring programmer, a budding designer, or simply curious about exploring new subjects, 0dayhome.net tutorials are your go-to resource. Visit our website today and embark on a journey of continuous learning and improvement.
